Solving Sparse-Reward Tasks with Curiosity
By Arthur Juliani, Senior Software Engineer, Machine Learning, Unity Technologies Now there is an easy way to encourage agents to explore the environment more effectively when the rewards are infrequent and sparsely distributed. These agents can do this using a reward they give themselves based on how surprised they are about the outcome of their […]